metamind-vault-rag
Rank #124,422glama/Nikitzu/metamind-vault-rag
MCP server for hybrid retrieval over markdown vaults, combining sqlite-vec embeddings and FTS5 keywords with reciprocal rank fusion, plus optional cross-encoder reranking.
metamind-vault-rag is a Model Context Protocol (MCP) server published by Nikitzu. It ranks #124,422 of 132,046 servers tracked on MCP Toplist. metamind-vault-rag is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Aug 19, 2026.
Ranks ahead of 7,624 of 132,046 servers on MCP Toplist.
Use metamind-vault-rag
Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2FNikitzu%2Fmetamind-vault-rag)<a href="https://mcptoplist.com/server/glama%2FNikitzu%2Fmetamind-vault-rag"><img src="https://mcptoplist.com/badge/glama%2FNikitzu%2Fmetamind-vault-rag.svg" alt="MCP Toplist: #124,422 of 132,046" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
Nikitzu
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- Who maintains metamind-vault-rag?
- metamind-vault-rag is maintained by Nikitzu, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is metamind-vault-rag listed on the Official MCP Registry?
- metamind-vault-rag is not on the Official MCP Registry. It is listed on Glama.
- How many versions does metamind-vault-rag have?
- metamind-vault-rag ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for metamind-vault-rag?
- The source code for metamind-vault-rag is hosted at github.com/Nikitzu/metamind-vault-rag.
Do you run this server?
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